The original image was divided into sub-images that are assigned to one class based on the selected color and texture features using a set of classifiers in cascade.
We investigated two approaches to aggregate predictions: (i) by selecting the class with the maximal predicted probability (max-based); and (ii) by choosing the class based on the order of the steps in the crystallization protocol (order-based).
Table 7 Confusion matrix for the rule-based baseline classifier which chooses class based on the occurrence of certain words Predicted class Actual class Anger Fear Positive Other Anger 21 0 0 33 Fear 0 11 0 43 Positive 1 0 10 43 Other 3 0 0 51 As can be seen, many tweets end up in the other category.
For certain genes, which have more than one function, we have chosen the class based on the particular context of the current study (see Table 1 [see additional file 1] for details).
For the moment, therefore, the usual rule that a middle class based on the private sector tends to do better than one which feeds off the public sector may have been suspended.A second reason for thinking that the middle class may be especially vulnerable is that the largest group within it is dangerously close to the poverty line.
Test example is the first input to each of the pairwise classifier separating one class from all others and the predicted class based on the decision rule.
What is Figure 4? A class based on the exercises and stretches involved in ballet and other types of dance training.
In their journals, students respond to the following prompt, written on the board prior to class: "Based on the graphic, why do you think Jordan was targeted for a terrorist attack?
4. WRAP-UP/HOMEWORK: Each student responds in writing to the following prompt (written on the board for students to copy before leaving class): "Based on the research you conducted in class, how would you define the term "globalized economy"?
Nichols had apparently been working on a new project for HBO – an adaptation of Terrence McNally's Tony Award-winning play Master Class, based on the life of opera singer Maria Callas.
A research project managed by Sean Demack and fellow statisticians at Sheffield Hallam University is attempting to tease out the effects of gender, ethnicity and social class based on the exam results of more than 65,000 16-year-olds.
